Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "191"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 191 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 231 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 221 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_2536/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 191, Node 15:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.387275 -0.273361 6.493748 -0.974470 1.437577 -0.013585 4.682075 0.327724 0.7218 0.7540 0.3352 11.618299 12.543577
2459593 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.854148 1.315898 8.331778 -0.662818 2.804223 1.094116 2.607958 0.757392 0.6542 0.6593 0.3246 4.586695 4.473735
2459592 digital_ok 100.00% 100.00% 100.00% 0.00% - - 0.830534 -0.496939 1.461232 -0.604639 3.024418 0.847337 1.555600 2.081451 0.0320 0.0332 0.0022 nan nan
2459591 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.464349 1.739033 9.566233 -0.621599 2.417048 2.090784 -0.734069 9.596871 0.6210 0.6402 0.4150 3.434109 3.349586
2459590 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.669834 1.502939 8.535678 -0.606800 2.194399 -0.668654 -0.299426 0.238677 0.6180 0.6312 0.4144 4.518987 4.622157
2459589 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.399432 1.522697 7.036597 -0.798545 2.185552 -0.816723 3.310872 -0.229550 0.6545 0.6575 0.3380 5.143005 5.156630
2459588 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.289203 1.533388 10.147308 -0.323174 1.945679 -0.217889 3.111143 0.100978 0.6789 0.6703 0.3087 4.919336 4.567010
2459587 digital_ok 100.00% - - - 100.00% 0.00% 2.354611 1.691987 14.560952 0.277090 7.547118 2.685409 0.563179 1.660573 nan nan nan 4.162356 3.960378
2459586 digital_ok 0.00% 0.00% 0.00% 0.00% 3.24% 15.14% 1.130199 0.084682 0.106834 -0.870815 -0.103596 0.558966 0.999281 0.929114 0.6234 0.6383 0.3928 1.397095 1.384905
2459585 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.354633 -1.070749 -0.017982 -0.000054 10.466836 1.598934 2.082043 1.278220 0.0324 0.0329 0.0012 0.000000 0.000000
2459584 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 17.846044 17.612179 25.640962 6.950416 28.869818 11.378965 -0.282119 0.348385 0.5802 0.6039 0.4147 6.166574 5.448977
2459583 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459582 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.762625 0.933761 8.891321 2.131607 9.830988 -0.145892 -1.323984 0.360902 0.6180 0.6432 0.4323 3.976409 4.101217
2459581 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.337745 1.652142 9.097278 1.374261 7.621562 11.214250 -0.809089 1.990151 0.6176 0.6439 0.4338 3.598289 3.437894
2459580 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.242415 0.769624 10.174356 0.767626 8.819475 -1.049861 -1.502077 -0.501845 0.6226 0.6487 0.4271 5.448515 5.604882
2459579 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.061595 0.950469 11.786673 2.314544 10.404886 0.841069 -2.013626 12.538906 0.6164 0.6419 0.4307 4.296337 4.438519
2459578 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.921039 1.205395 5.418323 0.484982 4.352639 1.929914 1.812305 12.748877 0.0310 0.0370 0.0011 nan nan
2459577 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.104767 1.945655 8.696681 2.409130 9.239870 3.268490 -0.173045 5.560627 0.6182 0.6466 0.4286 4.203630 4.639949
2459576 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459575 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.022483 1.309511 6.979713 1.652682 6.819240 -0.318099 5.259103 1.624593 0.6998 0.7242 0.3873 4.481305 4.828166
2459574 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.980783 0.953749 6.364365 1.493550 9.114019 0.218306 0.323087 1.325913 0.6324 0.6571 0.4371 3.669061 3.741343
2459573 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.651747 1.303321 12.687380 3.279507 10.905478 2.289645 -1.330946 15.667583 0.6370 0.6630 0.4330 7.138553 6.354322
2459572 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.240069 0.867034 6.596925 1.719988 7.114368 -0.199647 -2.208841 1.142490 0.6425 0.6685 0.4317 4.294150 4.456767
2459571 digital_ok 100.00% 100.00% 100.00% 0.00% - - 3.708893 1.430625 5.635541 0.941203 2.842584 0.415003 2.022145 -1.116538 0.0339 0.0347 0.0010 nan nan
2459570 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.053532 5.707229 -0.398458 4.718051 0.159015 4.800780 0.391388 3.502100 0.6320 0.6715 0.4168 0.000000 0.000000
2459569 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.781513 1.289970 7.632113 2.110211 6.460634 1.498869 5.266842 1.437550 0.7172 0.7440 0.2785 7.400638 8.257748
2459566 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.005153 0.844727 9.001989 2.455659 8.203654 0.210985 1.359004 2.938093 0.6395 0.6641 0.4434 0.000000 0.000000
2459565 digital_ok 0.00% - - - 93.33% 0.00% 1.074879 1.074879 0.972728 0.972728 0.664032 0.664032 0.146470 0.146470 nan nan nan 0.000000 0.000000
2459564 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% -1.000121 0.598485 -4.387892 -1.243167 11.598663 4.295821 -0.020180 1.223992 0.6618 0.6742 0.4391 3.809952 3.426215
2459563 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.149141 1.163686 6.127927 -0.662326 -0.228659 -0.365749 0.684172 2.518014 0.6587 0.6702 0.4352 3.227077 3.010954
2459562 digital_ok 0.00% 0.00% 0.00% 0.00% 4.86% 0.00% 0.406298 -0.510984 -0.161727 -2.027940 -1.710103 -0.712111 -0.547316 0.585823 0.6514 0.6777 0.4331 1.752634 1.623948
2459561 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.972861 0.103529 0.343960 -1.918752 -1.311068 1.097346 -1.679391 10.670543 0.6525 0.6796 0.4348 4.547575 4.498809
2459560 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.554540 -0.186688 -0.020815 -2.003251 -1.247365 -0.012870 -1.072903 8.359841 0.6524 0.6764 0.4417 3.678523 3.490841
2459559 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 1.08% 1.108029 -0.666106 0.523312 -2.293110 -0.870609 -0.611317 -0.998222 1.271677 0.6526 0.6781 0.4245 1.629677 1.513509
2459558 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.758015 0.922852 10.386146 2.561713 9.342666 -0.039204 -1.062110 9.145620 0.6582 0.6787 0.4313 6.789093 6.932946
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0302 0.0322 0.0003 nan nan
2459556 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.153225 0.924343 10.845794 2.737122 8.616592 1.432346 -3.121862 11.554145 0.6496 0.6689 0.4373 6.384129 6.481314
2459554 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6563 0.6807 0.4416 nan nan
2459553 digital_ok - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6552 0.6789 0.4385 nan nan
2459552 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.075538 1.951888 14.168612 5.014818 12.909825 0.395158 -0.208119 -0.637512 0.6549 0.6785 0.4414 0.000000 0.000000
2459551 digital_ok 0.00% 0.00% 0.00% 0.00% 5.38% 0.00% 0.786130 -0.311431 0.242567 -2.180858 -1.765600 -0.198418 -1.550585 3.792714 0.6538 0.6807 0.4351 1.752861 1.558001
2459550 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0306 0.0326 0.0007 nan nan
2459549 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.590062 1.092547 10.382897 2.307114 9.243759 -0.156796 -1.355689 6.866917 0.6535 0.6797 0.4460 3.518229 3.432744
2459542 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.111139 1.103008 12.555060 1.728448 4.259360 2.425969 -1.411044 -0.736799 0.7321 0.7401 0.3852 4.526534 4.786280
2459541 digital_ok 100.00% 1.34% 1.34% 0.00% 100.00% 0.00% 4.531962 1.701424 12.598865 4.032117 7.682845 3.290861 3.258159 1.135555 0.7092 0.7239 0.3785 0.000000 0.000000
2459540 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.027470 0.833648 1.623121 -0.994987 -1.170360 11.795658 -1.149933 2.099609 0.7251 0.7351 0.3773 4.057945 4.053236
2459536 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.868804 2.094032 16.945580 4.413713 14.578363 24.747477 -3.298388 2.239899 0.6702 0.6956 0.4674 0.000000 0.000000
2459535 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.733914 0.955860 1.190986 -0.652093 -2.585664 -0.627417 -0.600680 6.212336 0.7495 0.7509 0.3985 1.064686 1.073884
2459534 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.873055 0.957102 0.228854 -0.640235 -2.010366 -0.055052 -1.051124 6.645235 0.7422 0.7388 0.3902 0.848375 0.851177
2459533 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459532 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.311021 2.538680 13.805592 0.988116 9.761046 0.711726 -0.752117 7.852258 0.6666 0.6936 0.4470 4.472957 5.746122
2459530 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.777293 0.494812 0.200411 -1.569574 -1.918007 -0.016261 -1.414553 4.798589 0.6834 0.7063 0.4452 0.834335 0.841110
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 digital_ok 100.00% 100.00% 100.00% 0.00% - - 4.348890 1.461967 4.790532 0.231923 4.328226 -1.010346 0.373193 -0.914102 0.0371 0.0402 0.0010 nan nan
2459508 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.250994 2.404036 8.968549 1.922187 9.203696 1.086085 8.456974 2.953066 0.8873 0.9499 0.2260 0.000000 0.000000
2459505 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.387029 2.305419 11.591093 2.663150 2.898984 0.781411 -0.927089 -0.879126 0.8772 0.8527 0.2145 12.853536 13.456710
2459503 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 9.456632 3.599355 11.655989 3.609219 19.607102 5.856642 1.266494 -1.028301 0.1130 0.1064 0.0261 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 191: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 7.763760 -0.302148 0.564852 -0.591914 -0.760407 -0.402637 -0.474479 7.763760 0.292521

Antenna 191: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Variability 0.666490 -0.266931 -0.488063 -1.136780 0.085344 0.180305 0.666490 0.489934 -0.071328

Antenna 191: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Variability 0.185887 -0.076603 -0.363225 -1.002186 -0.602048 0.057187 0.185887 -0.550912 0.083749

Antenna 191: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Variability 15.614795 0.912533 0.973188 0.747871 0.317214 15.614795 15.567810 2.142807 2.897043

Antenna 191: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 2.515498 -0.506045 -0.812668 -0.670487 0.000258 -0.463623 0.350883 2.515498 0.082748

Antenna 191: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 5.193812 -0.788659 -0.152416 0.044230 -1.187812 -0.830934 -0.533373 1.835627 5.193812

Antenna 191: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 3.327899 0.039308 1.022165 -0.307706 3.327899 3.078733 3.294785 -0.447869 -1.824325

Antenna 191: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties -0.300078 -0.836528 -0.806719 -0.426688 -0.501393 -0.378421 -1.029970 -0.300078 -0.846339

Antenna 191: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 10.306181 -0.083339 0.837673 -0.308365 2.412105 0.372875 1.817877 10.306181 -1.116381

Antenna 191: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 12.080790 -0.043195 1.061128 -0.750479 3.397464 -0.535152 2.595398 12.080790 -1.120238

Antenna 191: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 12.569944 1.289759 -0.034521 3.926674 -0.860892 2.404366 -0.545255 -1.964469 12.569944

Antenna 191: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power -0.317739 -0.785465 -0.959596 -0.317739 -0.627639 -1.295968 -0.407004 -1.055206 -0.510333

Antenna 191: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 3.425935 -0.569877 -0.834185 -0.510563 -0.668716 -0.138553 -1.443815 3.425935 0.508645

Antenna 191: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 25.664247 0.157662 1.588233 -0.783886 4.605848 0.081613 1.073731 25.664247 -1.545675

Antenna 191: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 1.739375 -0.167386 -0.746457 1.096847 -0.870617 0.851769 0.707383 0.239649 1.739375

Antenna 191: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 2.995693 -0.315151 0.661534 -0.655822 2.496536 -0.718813 0.003624 2.995693 -2.053476

Antenna 191: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 7.576563 1.376416 0.575740 4.066551 -0.220857 3.439139 1.068818 -1.793561 7.576563

Antenna 191: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 1.930068 -1.114790 -0.786146 -1.165840 -0.513508 -2.143980 0.171687 -0.654308 1.930068

Antenna 191: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 4.975295 0.121375 -0.542750 0.967555 -0.638316 -0.858262 0.161687 -0.552914 4.975295

Antenna 191: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 2.500515 -0.053090 0.013175 -0.703188 0.719689 0.032213 0.192052 2.500515 -0.908469

Antenna 191: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 6.892834 -0.307150 -0.718435 0.211774 -0.643606 -0.671908 -0.187226 6.892834 6.540415

Antenna 191: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 5.315252 -0.259508 -0.669514 0.458096 -0.419985 0.743022 -0.043840 5.311606 5.315252

Antenna 191: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 0.535114 -1.300282 -0.346365 -0.416070 0.535114 -0.135632 -0.331274 -0.245076 0.013373

Antenna 191: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 9.601175 1.092656 -0.301776 4.309306 -0.355885 2.657346 0.244654 9.601175 6.693995

Antenna 191: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 6.548191 -0.408298 -0.767902 0.084782 -0.671648 0.668184 -0.122372 1.860212 6.548191

Antenna 191: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 3.407193 0.128682 -1.188910 1.801347 -0.946322 -0.762064 0.259944 -1.411162 3.407193

Antenna 191: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Shape 0.829796 0.829796 -0.990518 0.129847 -0.338331 0.792583 -0.295107 -0.255249 0.218587

Antenna 191: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 Not Found ee Temporal Variability 4.849220 -1.230133 1.693035 -0.446192 0.045664 -0.400715 4.849220 0.234540 1.213655

Antenna 191: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 6.174283 -0.845310 -0.505693 -0.524020 -0.017103 -0.538326 0.135492 6.174283 3.885786

Antenna 191: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Variability 31.476305 1.676921 -0.513434 -0.009532 0.593872 0.264757 31.476305 11.260239 9.905165

Antenna 191: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 26.222629 1.198007 1.899377 7.000882 9.147463 4.787251 7.085831 -1.513086 26.222629

Antenna 191: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 10.150620 1.609403 2.958114 -0.338977 3.646594 0.911234 0.953891 0.497882 10.150620

Antenna 191: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 15.227962 6.664337 2.048566 4.140557 0.783164 1.092856 2.072331 15.227962 1.390691

Antenna 191: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 23.340562 1.462426 4.086802 0.197755 5.548850 1.935534 0.709745 1.225501 23.340562

Antenna 191: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 35.911403 0.861720 0.869850 6.009563 3.875087 1.577772 4.132510 -0.972936 35.911403

Antenna 191: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 9.374635 0.185844 0.154675 0.761210 1.174243 0.895354 0.563986 9.374635 -1.070858

Antenna 191: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 21.494405 -0.044310 0.986023 0.546429 0.308566 1.512017 1.780108 21.494405 0.275255

Antenna 191: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 15.034664 -0.242040 0.840233 0.218925 0.189428 -0.274506 -0.121818 15.034664 0.589418

Antenna 191: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 10.808160 0.318788 1.169601 0.688426 0.381690 -0.330332 1.049823 10.808160 0.966993

Antenna 191: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 11.811198 -0.489169 0.699922 0.667286 4.589849 2.727610 4.734266 11.811198 -1.154459

Antenna 191: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 6.697553 0.648846 -0.095961 0.210172 0.246099 0.681156 -0.569842 0.569072 6.697553

Antenna 191: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Variability 1.778967 0.551641 0.255029 0.984746 -0.135728 -0.897008 1.778967 1.187757 1.109570

Antenna 191: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Power 0.377012 0.183178 0.071911 0.377012 -0.139086 -1.138398 -0.257591 -0.153112 0.077367

Antenna 191: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 5.481348 -0.490669 0.709543 0.083243 -0.036756 0.067905 2.316298 5.481348 0.581959

Antenna 191: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 4.259639 0.954468 -0.408942 4.259639 -0.801662 3.323251 0.380730 -1.122517 2.355523

Antenna 191: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 11.108256 -0.838926 0.226303 -0.356227 -0.046465 0.084362 3.705522 0.016498 11.108256

Antenna 191: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Shape 0.742974 0.742974 -0.769358 -0.034427 0.301116 -0.179186 -0.744068 0.106554 -0.249642

Antenna 191: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 6.531085 0.822967 4.465682 -0.295347 3.060475 2.758655 -0.277287 0.686600 6.531085

Antenna 191: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 8.077288 0.394279 3.484638 -0.007237 2.508490 2.330986 -0.363113 0.538368 8.077288

Antenna 191: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 16.191670 1.216005 4.647258 5.397801 13.248213 4.817538 12.662446 -1.844244 16.191670

Antenna 191: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 5.087734 4.447637 0.728405 3.127479 0.085816 -0.346225 0.789424 5.087734 0.771227

Antenna 191: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Power 10.620867 3.999874 1.250960 10.620867 5.203934 9.921638 3.753303 4.911452 1.034074

Antenna 191: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 10.535550 -0.597292 0.287708 -0.374984 -0.315589 -0.377297 -0.194380 10.535550 -0.181237

Antenna 191: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 18.048998 -0.524748 0.506441 -0.745259 -0.114558 1.013032 1.688488 18.048998 -0.269725

Antenna 191: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Power 5.501021 0.996803 0.563957 5.501021 -1.022733 4.240302 4.054845 -0.946891 5.212969

Antenna 191: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 9.711137 -0.775401 -0.463108 0.398255 0.144490 0.071977 0.218862 0.204793 9.711137

Antenna 191: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Power 1.025672 -0.709411 0.474924 1.025672 -0.101193 0.675813 0.065136 0.921012 0.669828

Antenna 191: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Power 5.096690 4.481030 1.010460 5.096690 -0.330647 -0.441136 2.732312 3.250198 0.752087

Antenna 191: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Variability 2.684848 -1.004435 1.390004 0.092511 0.460807 0.165594 2.684848 -0.742357 -0.253961

Antenna 191: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 27.151640 -1.153549 -0.548067 4.798321 -0.208568 1.123698 0.849801 -1.167815 27.151640

Antenna 191: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 14.922626 -0.312313 -0.796659 -0.431820 1.799055 0.551927 0.386383 14.922626 -0.872153

Antenna 191: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 15745.351704 5054.480204 5054.480204 4741.987017 4741.987017 3209.392784 3209.392784 15745.351704 15745.351704

Antenna 191: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 3592.018215 965.431610 965.431610 866.794570 866.794570 900.077520 900.077520 3592.018215 3592.018215

Antenna 191: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 N15 digital_ok ee Temporal Discontinuties 2400.310919 743.978890 743.978890 716.484417 716.484417 723.266384 723.266384 2400.310919 2400.310919

Antenna 191: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 N15 digital_ok nn Temporal Discontinuties 8.537666 0.147184 1.108431 -0.732429 3.329779 -1.003662 3.305234 8.537666 6.577669

Antenna 191: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Temporal Discontinuties 5.461790 -0.920796 -0.833816 4.636567 -0.980737 2.799541 -0.596332 5.461790 -0.762581

Antenna 191: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Temporal Discontinuties 2.383493 0.961472 -0.466383 1.933666 -0.465015 1.237908 -0.756235 2.383493 -0.172920

Antenna 191: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok nn Temporal Discontinuties 8.867223 -0.713906 -0.512195 5.631674 -1.178048 -0.058212 -0.868110 -1.601177 8.867223

Antenna 191: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok nn Temporal Discontinuties 16.274652 -0.523867 -0.218220 6.173167 -0.013885 2.020013 0.373324 -1.660265 16.274652

Antenna 191: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok nn Temporal Discontinuties 4.793581 -0.737347 -0.515885 2.741077 -0.806343 2.268359 -0.392002 -1.145246 4.793581

Antenna 191: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 191: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok nn Temporal Discontinuties 5.088267 0.350855 -0.602499 -0.871540 3.034550 -0.492673 -0.859361 5.088267 1.853539

Antenna 191: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Power 2.706905 -0.142004 -0.422783 -0.929870 2.706905 -1.378231 1.079029 1.708716 2.335117

Antenna 191: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Temporal Discontinuties 11.534383 0.187333 0.858112 4.559119 -0.787643 1.650074 -0.175667 11.534383 9.557981

Antenna 191: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok nn Temporal Discontinuties 12.216148 0.515210 0.284388 -0.083169 4.745289 -0.348884 0.241729 12.216148 5.069364

Antenna 191: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok nn Temporal Discontinuties 13.807942 0.200616 0.305832 4.099925 -0.920378 1.204064 4.053790 3.891966 13.807942

Antenna 191: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Temporal Discontinuties 6.047391 0.490276 0.202986 -0.755726 4.739058 2.278582 1.915206 5.232793 6.047391

Antenna 191: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok nn Temporal Discontinuties 7.540143 1.185289 0.612389 4.780219 -0.666791 6.124309 -0.031544 2.412542 7.540143

Antenna 191: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Temporal Discontinuties 5.894369 0.340047 -0.049862 -0.829946 4.589047 3.990687 0.505810 3.882703 5.894369

Antenna 191: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok nn Temporal Discontinuties 7.341559 0.391701 1.441687 -0.397295 4.226568 1.824379 4.889097 7.341559 4.086448

Antenna 191: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 191: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Temporal Variability 7.165028 1.148646 -0.012237 5.110120 -0.825453 7.165028 -1.111441 2.073930 0.224942

Antenna 191: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Power 1.850829 -0.033278 -0.697765 1.850829 0.183091 1.294517 -0.212097 0.872302 -0.896265

Antenna 191: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Temporal Variability 10.440256 0.710838 1.845120 -0.634856 8.067613 -1.478759 10.440256 3.150950 4.880619

Antenna 191: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Temporal Variability 7.240037 4.746196 0.245909 1.482180 -0.751777 7.240037 -0.238464 -0.040779 -0.204639

Antenna 191: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Power 5.908267 0.221308 1.404224 -0.612042 5.908267 -0.903481 4.461524 0.690644 4.954961

Antenna 191: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Power 6.304210 1.201357 0.549815 6.304210 -0.694497 6.127117 -0.973358 1.246842 3.132302

Antenna 191: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Temporal Variability 5.965168 0.123301 1.181729 -0.481570 4.887339 -1.208007 5.965168 0.571375 -1.615024

Antenna 191: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Power 3.538516 0.324376 0.639501 -0.621505 3.538516 -0.813384 3.420744 1.097919 -1.557346

Antenna 191: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Power 5.943976 0.470424 1.023898 -0.323931 5.943976 -1.158328 4.545711 -0.062789 1.553864

Antenna 191: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 191: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
191 15 digital_ok nn Temporal Discontinuties 11.971491 5.963262 0.772564 1.702312 -0.313980 1.218311 2.341552 4.633563 11.971491

Antenna 191: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
191 15 digital_ok ee Power 4.479220 0.621875 2.014006 0.043109 4.479220 -0.837780 4.109277 1.983172 2.096697